Identifying novel NF-kB-regulated immune genes in the human genome using a Discrete Kernel Structured Support Vector Machine.
Insuk SohnSujong KimJae Won LeeJa-Yong KooJunsu KoPublished in: Model. Assist. Stat. Appl. (2017)
Keyphrases
- human genome
- support vector machine
- coding regions
- gene prediction
- gene expression time series
- alternative splicing
- genome sequences
- evolutionary history
- kernel function
- kernel methods
- dna sequences
- support vector
- genome wide
- single nucleotide polymorphisms
- tandem repeats
- structural motifs
- feature space
- complex diseases
- human genome project
- gene expression
- genotype phenotype
- immune response
- genome sequencing
- svm classifier
- genomic data
- genomic sequences
- gene selection
- microarray data
- transcription factor binding sites
- feature selection
- gene expression data
- low cost
- data model
- training set
- sequence data
- real time
- high throughput
- support vector machine svm
- feature vectors
- machine learning